No description, website, or topics provided.
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
LICENSE
README.md
candidate_selection.ipynb
co_occurence_features.ipynb
json_to_dataframe.ipynb
lightfm.ipynb
lightfm_features.ipynb
lightfm_text.ipynb
requirements.txt
validation_strategy.ipynb
xgboost.ipynb

README.md

recsys2018

The third place solution in RecSys Challenge 2018 by Avito team.

To start it is necessary folder 'data' with data in json and challenge_set.json file.

The order of execution:

  1. json_to_dataframe.ipynb
  2. validation_strategy.ipynb
  3. lightfm.ipynb
  4. lightfm_text.ipynb
  5. candidate_selection.ipynb
  6. lightfm_features.ipynb
  7. co_occurence_features.ipynb
  8. xgboost.ipynb